| Average Price A | Average Price B | Average Price D | Average Price H | Average Price Others | total_0W | total_5W | total_post_0W | total_post_50W | units_prop A | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4.289958 | 2.295970 | 9.001817 | 5.911342 | 7.224317 | 63708.000000 | 51122.000000 | 1442.000000 | 0.000000 | 1327405.780000 |
| 1 | 4.262406 | 2.735454 | 9.000837 | 4.344126 | 6.818068 | 29992.000000 | 30850.000000 | 2119.000000 | 2178.000000 | 1736525.080000 |
| 2 | 4.486157 | 2.863620 | 7.549235 | 3.493817 | 7.118148 | 76082.000000 | 68457.000000 | 2244.000000 | 2125.000000 | 1835165.220000 |
| 3 | 4.453282 | 3.054422 | 8.710889 | 4.468091 | 7.161216 | 38013.000000 | 46203.000000 | 2185.000000 | 2006.000000 | 1897520.470000 |
| 4 | 4.892792 | 2.660214 | 6.940233 | 2.957848 | 7.091392 | 47343.000000 | 67071.000000 | 1812.000000 | 2857.000000 | 1691995.820000 |
| Average Price A | Average Price B | Average Price D | Average Price H | Average Price Others | total_0W | total_5W | total_post_0W | total_post_50W | units_prop A | |
|---|---|---|---|---|---|---|---|---|---|---|
| 151 | 4.572597 | 3.148992 | 8.751933 | 4.037753 | 7.326990 | 66772.000000 | 42322.000000 | 2910.000000 | 2001.000000 | 1796221.380000 |
| 152 | 4.401410 | 2.326119 | 9.137130 | 5.830025 | 7.180576 | 53918.000000 | 49722.000000 | 1809.000000 | 0.000000 | 1335280.930000 |
| 153 | 4.286880 | 2.832525 | 8.691276 | 3.748401 | 6.857716 | 46203.000000 | 34431.000000 | 2070.000000 | 1943.000000 | 1870166.490000 |
| 154 | 4.977179 | 2.716259 | 7.172148 | 3.739694 | 7.057470 | 56105.000000 | 49472.000000 | 2155.000000 | 2717.000000 | 1770482.880000 |
| 155 | 4.486481 | 3.316543 | 8.866665 | 4.096284 | 7.215650 | 40185.000000 | 38013.000000 | 2155.000000 | 1589.000000 | 2189057.900000 |
No missing values in data
No Infinity values
No Missing Values
No duplicate variables
| N | < (mean-3*std) | > (mean+3*std) | < (1stQ - 1.5 * IQR) | > (3rdQ + 1.5 * IQR) | -inf | +inf | |
|---|---|---|---|---|---|---|---|
| Feature | |||||||
| Average Price H | 156 | 0 | 0 | 0 | 5 | 0 | 0 |
| total_0W | 156 | 0 | 3 | 0 | 3 | 0 | 0 |
| total_5W | 156 | 0 | 3 | 0 | 3 | 0 | 0 |
| total_post_0W | 156 | 0 | 3 | 0 | 13 | 0 | 0 |
| total_post_50W | 156 | 0 | 2 | 0 | 12 | 0 | 0 |
| units_prop A | 156 | 0 | 0 | 14 | 1 | 0 | 0 |
| Variable Name | Datatype | No of Unique | Samples | Mean | Standard Deviation | Min | 25th percentile | Median | 75th percentile | Max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Average Price A | float64 | 156 | [4.28995828238747, 4.262405809883264, 4.486156701465823, 4.453282061299713, 4.892792406543888] | 4.468784 | 0.284788 | 3.948545 | 4.272392 | 4.402162 | 4.704115 | 5.018124 |
| 1 | Average Price B | float64 | 156 | [2.2959702885849236, 2.7354537338188423, 2.863620273066099, 3.054422399681005, 2.6602136172622837] | 2.701413 | 0.314418 | 2.079004 | 2.408300 | 2.741858 | 2.939809 | 3.481889 |
| 2 | Average Price D | float64 | 156 | [9.001817418198675, 9.000837452602786, 7.549234576311601, 8.710889479264933, 6.940233129181421] | 8.233442 | 0.862781 | 6.774374 | 7.362740 | 8.502212 | 9.028815 | 9.565933 |
| 3 | Average Price H | float64 | 156 | [5.911342339252869, 4.344125935127927, 3.4938167176386496, 4.468091464902933, 2.9578483967925404] | 4.295538 | 0.928740 | 2.957848 | 3.581430 | 4.125099 | 4.668763 | 6.503087 |
| 4 | Average Price Others | float64 | 156 | [7.224316546762077, 6.81806847586346, 7.118148069113251, 7.161216204236566, 7.091391986658579] | 7.032327 | 0.193075 | 6.637320 | 6.857158 | 7.046709 | 7.176599 | 7.469318 |
| 5 | total_0W | float64 | 153 | [63708.0, 29992.0, 76082.0, 38013.0, 47343.0] | 52194.222794 | 16323.800273 | 15432.000000 | 39218.250000 | 51082.500000 | 61775.000000 | 106364.918627 |
| 6 | total_5W | float64 | 153 | [51122.0, 30850.0, 68457.0, 46203.0, 67071.0] | 52128.415466 | 14765.837310 | 28400.000000 | 40185.750000 | 51096.500000 | 60283.500000 | 99959.937549 |
| 7 | total_post_0W | float64 | 146 | [1442.0, 2119.0, 2244.0, 2185.0, 1812.0] | 2354.525979 | 1103.565322 | 1000.000000 | 1691.500000 | 2081.500000 | 2536.250000 | 7086.350909 |
| 8 | total_post_50W | float64 | 138 | [0.0, 2178.0, 2125.0, 2006.0, 2857.0] | 2014.357052 | 1271.648001 | 0.000000 | 1355.250000 | 1966.500000 | 2314.750000 | 7261.850072 |
| 9 | units_prop A | float64 | 156 | [1327405.78, 1736525.08, 1835165.22, 1897520.47, 1691995.82] | 1693574.359231 | 180734.496835 | 1220241.490000 | 1638011.020000 | 1726287.750000 | 1820603.827500 | 2189057.900000 |
No categorical columns
No categorical variables in data.
| Variable 1 | Variable 2 | Corr Coef | Abs Corr Coef | |
|---|---|---|---|---|
| 0 | Average Price H | units_prop A | -0.749281 | 0.749281 |
| 1 | units_prop A | Average Price H | -0.749281 | 0.749281 |
| 2 | units_prop A | Average Price B | 0.706581 | 0.706581 |
| 3 | Average Price B | units_prop A | 0.706581 | 0.706581 |
| 4 | units_prop A | total_post_50W | 0.472304 | 0.472304 |
| 5 | total_post_50W | units_prop A | 0.472304 | 0.472304 |
| 6 | Average Price D | units_prop A | -0.424823 | 0.424823 |
| 7 | units_prop A | Average Price D | -0.424823 | 0.424823 |
| 8 | units_prop A | total_post_0W | 0.296561 | 0.296561 |
| 9 | total_post_0W | units_prop A | 0.296561 | 0.296561 |
| 10 | Average Price A | units_prop A | 0.250511 | 0.250511 |
| 11 | units_prop A | Average Price A | 0.250511 | 0.250511 |
| 12 | units_prop A | Average Price Others | 0.108666 | 0.108666 |
| 13 | Average Price Others | units_prop A | 0.108666 | 0.108666 |
| 14 | total_0W | units_prop A | 0.105972 | 0.105972 |
| 15 | units_prop A | total_0W | 0.105972 | 0.105972 |
| 16 | total_5W | units_prop A | 0.079128 | 0.079128 |
| 17 | units_prop A | total_5W | 0.079128 | 0.079128 |